Dataset statistics
| Number of variables | 12 |
|---|---|
| Number of observations | 1275 |
| Missing cells | 102 |
| Missing cells (%) | 0.7% |
| Duplicate rows | 0 |
| Duplicate rows (%) | 0.0% |
| Total size in memory | 119.7 KiB |
| Average record size in memory | 96.1 B |
Variable types
| Categorical | 1 |
|---|---|
| Numeric | 11 |
STATE has a high cardinality: 51 distinct values | High cardinality |
ENROLL is highly overall correlated with TOTAL_REVENUE and 9 other fields | High correlation |
TOTAL_REVENUE is highly overall correlated with ENROLL and 8 other fields | High correlation |
FEDERAL_REVENUE is highly overall correlated with ENROLL and 8 other fields | High correlation |
STATE_REVENUE is highly overall correlated with ENROLL and 8 other fields | High correlation |
LOCAL_REVENUE is highly overall correlated with ENROLL and 8 other fields | High correlation |
TOTAL_EXPENDITURE is highly overall correlated with ENROLL and 8 other fields | High correlation |
INSTRUCTION_EXPENDITURE is highly overall correlated with ENROLL and 8 other fields | High correlation |
SUPPORT_SERVICES_EXPENDITURE is highly overall correlated with ENROLL and 8 other fields | High correlation |
OTHER_EXPENDITURE is highly overall correlated with ENROLL and 8 other fields | High correlation |
CAPITAL_OUTLAY_EXPENDITURE is highly overall correlated with ENROLL and 8 other fields | High correlation |
STATE is highly overall correlated with ENROLL | High correlation |
ENROLL has 51 (4.0%) missing values | Missing |
OTHER_EXPENDITURE has 51 (4.0%) missing values | Missing |
STATE is uniformly distributed | Uniform |
FEDERAL_REVENUE has unique values | Unique |
LOCAL_REVENUE has unique values | Unique |
TOTAL_EXPENDITURE has unique values | Unique |
INSTRUCTION_EXPENDITURE has unique values | Unique |
SUPPORT_SERVICES_EXPENDITURE has unique values | Unique |
CAPITAL_OUTLAY_EXPENDITURE has unique values | Unique |
STATE_REVENUE has 25 (2.0%) zeros | Zeros |
Reproduction
| Analysis started | 2023-04-06 00:27:56.442072 |
|---|---|
| Analysis finished | 2023-04-06 00:28:32.610171 |
| Duration | 36.17 seconds |
| Software version | ydata-profiling vv4.1.1 |
| Download configuration | config.json |
STATE
Categorical
HIGH CARDINALITY  HIGH CORRELATION  UNIFORM 
| Distinct | 51 |
|---|---|
| Distinct (%) | 4.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 10.1 KiB |
| Alabama | 25 |
|---|---|
| Pennsylvania | 25 |
| Nevada | 25 |
| New Hampshire | 25 |
| New Jersey | 25 |
| Other values (46) |
Length
| Max length | 20 |
|---|---|
| Median length | 12 |
| Mean length | 8.6666667 |
| Min length | 4 |
Characters and Unicode
| Total characters | 11050 |
|---|---|
| Distinct characters | 46 |
| Distinct categories | 3 ? |
| Distinct scripts | 2 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | Alabama |
|---|---|
| 2nd row | Alaska |
| 3rd row | Arizona |
| 4th row | Arkansas |
| 5th row | California |
Common Values
| Value | Count | Frequency (%) |
| Alabama | 25 | 2.0% |
| Pennsylvania | 25 | 2.0% |
| Nevada | 25 | 2.0% |
| New Hampshire | 25 | 2.0% |
| New Jersey | 25 | 2.0% |
| New Mexico | 25 | 2.0% |
| New York | 25 | 2.0% |
| North Carolina | 25 | 2.0% |
| North Dakota | 25 | 2.0% |
| Ohio | 25 | 2.0% |
| Other values (41) | 1025 |
Length
| Value | Count | Frequency (%) |
| new | 100 | 6.3% |
| north | 50 | 3.2% |
| dakota | 50 | 3.2% |
| virginia | 50 | 3.2% |
| south | 50 | 3.2% |
| carolina | 50 | 3.2% |
| hawaii | 25 | 1.6% |
| georgia | 25 | 1.6% |
| florida | 25 | 1.6% |
| columbia | 25 | 1.6% |
| Other values (45) | 1125 |
Most occurring characters
| Value | Count | Frequency (%) |
| a | 1450 | |
| i | 1050 | 9.5% |
| o | 875 | 7.9% |
| n | 875 | 7.9% |
| s | 775 | 7.0% |
| e | 700 | 6.3% |
| r | 550 | 5.0% |
| t | 475 | 4.3% |
| l | 375 | 3.4% |
| h | 325 | 2.9% |
| Other values (36) | 3600 |
Most occurring categories
| Value | Count | Frequency (%) |
| Lowercase Letter | 9200 | |
| Uppercase Letter | 1550 | 14.0% |
| Space Separator | 300 | 2.7% |
Most frequent character per category
Lowercase Letter
| Value | Count | Frequency (%) |
| a | 1450 | |
| i | 1050 | |
| o | 875 | |
| n | 875 | |
| s | 775 | |
| e | 700 | 7.6% |
| r | 550 | 6.0% |
| t | 475 | 5.2% |
| l | 375 | 4.1% |
| h | 325 | 3.5% |
| Other values (14) | 1750 |
Uppercase Letter
| Value | Count | Frequency (%) |
| M | 225 | |
| N | 200 | |
| C | 150 | |
| I | 125 | 8.1% |
| D | 100 | 6.5% |
| W | 100 | 6.5% |
| A | 100 | 6.5% |
| O | 75 | 4.8% |
| V | 75 | 4.8% |
| T | 50 | 3.2% |
| Other values (11) | 350 |
Space Separator
| Value | Count | Frequency (%) |
| 300 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 10750 | |
| Common | 300 | 2.7% |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| a | 1450 | |
| i | 1050 | 9.8% |
| o | 875 | 8.1% |
| n | 875 | 8.1% |
| s | 775 | 7.2% |
| e | 700 | 6.5% |
| r | 550 | 5.1% |
| t | 475 | 4.4% |
| l | 375 | 3.5% |
| h | 325 | 3.0% |
| Other values (35) | 3300 |
Common
| Value | Count | Frequency (%) |
| 300 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 11050 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| a | 1450 | |
| i | 1050 | 9.5% |
| o | 875 | 7.9% |
| n | 875 | 7.9% |
| s | 775 | 7.0% |
| e | 700 | 6.3% |
| r | 550 | 5.0% |
| t | 475 | 4.3% |
| l | 375 | 3.4% |
| h | 325 | 2.9% |
| Other values (36) | 3600 |
YEAR
Real number (ℝ)
| Distinct | 25 |
|---|---|
| Distinct (%) | 2.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 2004 |
| Minimum | 1992 |
|---|---|
| Maximum | 2016 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 10.1 KiB |
Quantile statistics
| Minimum | 1992 |
|---|---|
| 5-th percentile | 1993 |
| Q1 | 1998 |
| median | 2004 |
| Q3 | 2010 |
| 95-th percentile | 2015 |
| Maximum | 2016 |
| Range | 24 |
| Interquartile range (IQR) | 12 |
Descriptive statistics
| Standard deviation | 7.2139321 |
|---|---|
| Coefficient of variation (CV) | 0.0035997665 |
| Kurtosis | -1.2038598 |
| Mean | 2004 |
| Median Absolute Deviation (MAD) | 6 |
| Skewness | 0 |
| Sum | 2555100 |
| Variance | 52.040816 |
| Monotonicity | Increasing |
| Value | Count | Frequency (%) |
| 1992 | 51 | 4.0% |
| 2005 | 51 | 4.0% |
| 2015 | 51 | 4.0% |
| 2014 | 51 | 4.0% |
| 2013 | 51 | 4.0% |
| 2012 | 51 | 4.0% |
| 2011 | 51 | 4.0% |
| 2010 | 51 | 4.0% |
| 2009 | 51 | 4.0% |
| 2008 | 51 | 4.0% |
| Other values (15) | 765 |
| Value | Count | Frequency (%) |
| 1992 | 51 | |
| 1993 | 51 | |
| 1994 | 51 | |
| 1995 | 51 | |
| 1996 | 51 | |
| 1997 | 51 | |
| 1998 | 51 | |
| 1999 | 51 | |
| 2000 | 51 | |
| 2001 | 51 |
| Value | Count | Frequency (%) |
| 2016 | 51 | |
| 2015 | 51 | |
| 2014 | 51 | |
| 2013 | 51 | |
| 2012 | 51 | |
| 2011 | 51 | |
| 2010 | 51 | |
| 2009 | 51 | |
| 2008 | 51 | |
| 2007 | 51 |
ENROLL
Real number (ℝ)
HIGH CORRELATION  MISSING 
| Distinct | 1224 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 51 |
| Missing (%) | 4.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 917541.57 |
| Minimum | 43866 |
|---|---|
| Maximum | 6307022 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 10.1 KiB |
Quantile statistics
| Minimum | 43866 |
|---|---|
| 5-th percentile | 96514.95 |
| Q1 | 264514.5 |
| median | 649933.5 |
| Q3 | 1010532 |
| 95-th percentile | 2742849 |
| Maximum | 6307022 |
| Range | 6263156 |
| Interquartile range (IQR) | 746017.5 |
Descriptive statistics
| Standard deviation | 1066514.2 |
|---|---|
| Coefficient of variation (CV) | 1.1623606 |
| Kurtosis | 9.9233815 |
| Mean | 917541.57 |
| Median Absolute Deviation (MAD) | 376180 |
| Skewness | 2.8857218 |
| Sum | 1.1230709 × 109 |
| Variance | 1.1374525 × 1012 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 281735 | 1 | 0.1% |
| 6234155 | 1 | 0.1% |
| 474423 | 1 | 0.1% |
| 981303 | 1 | 0.1% |
| 130236 | 1 | 0.1% |
| 745668 | 1 | 0.1% |
| 85991 | 1 | 0.1% |
| 867929 | 1 | 0.1% |
| 1029576 | 1 | 0.1% |
| 893807 | 1 | 0.1% |
| Other values (1214) | 1214 | |
| (Missing) | 51 | 4.0% |
| Value | Count | Frequency (%) |
| 43866 | 1 | |
| 44179 | 1 | |
| 44199 | 1 | |
| 44331 | 1 | |
| 44618 | 1 | |
| 44942 | 1 | |
| 46155 | 1 | |
| 48336 | 1 | |
| 56943 | 1 | |
| 58191 | 1 |
| Value | Count | Frequency (%) |
| 6307022 | 1 | |
| 6295994 | 1 | |
| 6288686 | 1 | |
| 6284502 | 1 | |
| 6258421 | 1 | |
| 6234155 | 1 | |
| 6226552 | 1 | |
| 6226523 | 1 | |
| 6224685 | 1 | |
| 6217031 | 1 |
TOTAL_REVENUE
Real number (ℝ)
| Distinct | 1274 |
|---|---|
| Distinct (%) | 99.9% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 9102044.9 |
| Minimum | 465650 |
|---|---|
| Maximum | 89217262 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 10.1 KiB |
Quantile statistics
| Minimum | 465650 |
|---|---|
| 5-th percentile | 941710.9 |
| Q1 | 2189503.5 |
| median | 5085826 |
| Q3 | 10845163 |
| 95-th percentile | 29628556 |
| Maximum | 89217262 |
| Range | 88751612 |
| Interquartile range (IQR) | 8655659.5 |
Descriptive statistics
| Standard deviation | 11759620 |
|---|---|
| Coefficient of variation (CV) | 1.2919756 |
| Kurtosis | 11.090841 |
| Mean | 9102044.9 |
| Median Absolute Deviation (MAD) | 3398671 |
| Skewness | 3.0159389 |
| Sum | 1.1605107 × 1010 |
| Variance | 1.3828867 × 1014 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 3870164 | 2 | 0.2% |
| 2678885 | 1 | 0.1% |
| 3569311 | 1 | 0.1% |
| 26357235 | 1 | 0.1% |
| 6107684 | 1 | 0.1% |
| 5780151 | 1 | 0.1% |
| 22746589 | 1 | 0.1% |
| 1104803 | 1 | 0.1% |
| 13610326 | 1 | 0.1% |
| 53147343 | 1 | 0.1% |
| Other values (1264) | 1264 |
| Value | Count | Frequency (%) |
| 465650 | 1 | |
| 507927 | 1 | |
| 551668 | 1 | |
| 559481 | 1 | |
| 580148 | 1 | |
| 603902 | 1 | |
| 615130 | 1 | |
| 629748 | 1 | |
| 634237 | 1 | |
| 642234 | 1 |
| Value | Count | Frequency (%) |
| 89217262 | 1 | |
| 78248042 | 1 | |
| 74626928 | 1 | |
| 73958896 | 1 | |
| 72516936 | 1 | |
| 72389126 | 1 | |
| 70953331 | 1 | |
| 69016392 | 1 | |
| 68868516 | 1 | |
| 67356719 | 1 |
FEDERAL_REVENUE
Real number (ℝ)
HIGH CORRELATION  UNIQUE 
| Distinct | 1275 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 767779.86 |
| Minimum | 31020 |
|---|---|
| Maximum | 9990221 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 10.1 KiB |
Quantile statistics
| Minimum | 31020 |
|---|---|
| 5-th percentile | 69489 |
| Q1 | 189957.5 |
| median | 403548 |
| Q3 | 827932 |
| 95-th percentile | 2600104.8 |
| Maximum | 9990221 |
| Range | 9959201 |
| Interquartile range (IQR) | 637974.5 |
Descriptive statistics
| Standard deviation | 1146991.5 |
|---|---|
| Coefficient of variation (CV) | 1.4939067 |
| Kurtosis | 21.837863 |
| Mean | 767779.86 |
| Median Absolute Deviation (MAD) | 268845 |
| Skewness | 4.1511723 |
| Sum | 9.7891933 × 108 |
| Variance | 1.3155895 × 1012 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 304177 | 1 | 0.1% |
| 467492 | 1 | 0.1% |
| 1868700 | 1 | 0.1% |
| 515223 | 1 | 0.1% |
| 642088 | 1 | 0.1% |
| 1523431 | 1 | 0.1% |
| 145770 | 1 | 0.1% |
| 1240410 | 1 | 0.1% |
| 3129776 | 1 | 0.1% |
| 976009 | 1 | 0.1% |
| Other values (1265) | 1265 |
| Value | Count | Frequency (%) |
| 31020 | 1 | |
| 31714 | 1 | |
| 31757 | 1 | |
| 33672 | 1 | |
| 34179 | 1 | |
| 34680 | 1 | |
| 34989 | 1 | |
| 35162 | 1 | |
| 35437 | 1 | |
| 36693 | 1 |
| Value | Count | Frequency (%) |
| 9990221 | 1 | |
| 9745250 | 1 | |
| 9715980 | 1 | |
| 8793325 | 1 | |
| 7984614 | 1 | |
| 7836263 | 1 | |
| 7818075 | 1 | |
| 7709079 | 1 | |
| 7556365 | 1 | |
| 7421482 | 1 |
STATE_REVENUE
Real number (ℝ)
HIGH CORRELATION  ZEROS 
| Distinct | 1251 |
|---|---|
| Distinct (%) | 98.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 4223742.9 |
| Minimum | 0 |
|---|---|
| Maximum | 50904567 |
| Zeros | 25 |
| Zeros (%) | 2.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 10.1 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 315896.7 |
| Q1 | 1165776 |
| median | 2537754 |
| Q3 | 5055547.5 |
| 95-th percentile | 11609792 |
| Maximum | 50904567 |
| Range | 50904567 |
| Interquartile range (IQR) | 3889771.5 |
Descriptive statistics
| Standard deviation | 5549734.8 |
|---|---|
| Coefficient of variation (CV) | 1.3139376 |
| Kurtosis | 18.877029 |
| Mean | 4223742.9 |
| Median Absolute Deviation (MAD) | 1596765 |
| Skewness | 3.7717233 |
| Sum | 5.3852722 × 109 |
| Variance | 3.0799557 × 1013 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 25 | 2.0% |
| 1659028 | 1 | 0.1% |
| 2542639 | 1 | 0.1% |
| 9032615 | 1 | 0.1% |
| 3200001 | 1 | 0.1% |
| 2957101 | 1 | 0.1% |
| 9777048 | 1 | 0.1% |
| 383307 | 1 | 0.1% |
| 8009636 | 1 | 0.1% |
| 24036865 | 1 | 0.1% |
| Other values (1241) | 1241 |
| Value | Count | Frequency (%) |
| 0 | 25 | |
| 83613 | 1 | 0.1% |
| 84342 | 1 | 0.1% |
| 84837 | 1 | 0.1% |
| 86296 | 1 | 0.1% |
| 89556 | 1 | 0.1% |
| 94550 | 1 | 0.1% |
| 120851 | 1 | 0.1% |
| 126591 | 1 | 0.1% |
| 127621 | 1 | 0.1% |
| Value | Count | Frequency (%) |
| 50904567 | 1 | |
| 43187637 | 1 | |
| 42360470 | 1 | |
| 42333637 | 1 | |
| 40084244 | 1 | |
| 38410554 | 1 | |
| 37752712 | 1 | |
| 37439651 | 1 | |
| 36413273 | 1 | |
| 35141208 | 1 |
LOCAL_REVENUE
Real number (ℝ)
HIGH CORRELATION  UNIQUE 
| Distinct | 1275 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 4110522.2 |
| Minimum | 22093 |
|---|---|
| Maximum | 36105265 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 10.1 KiB |
Quantile statistics
| Minimum | 22093 |
|---|---|
| 5-th percentile | 296319.5 |
| Q1 | 715121 |
| median | 2058996 |
| Q3 | 4755293 |
| 95-th percentile | 15828045 |
| Maximum | 36105265 |
| Range | 36083172 |
| Interquartile range (IQR) | 4040172 |
Descriptive statistics
| Standard deviation | 5489562 |
|---|---|
| Coefficient of variation (CV) | 1.3354902 |
| Kurtosis | 7.3981155 |
| Mean | 4110522.2 |
| Median Absolute Deviation (MAD) | 1490812 |
| Skewness | 2.5518737 |
| Sum | 5.2409157 × 109 |
| Variance | 3.0135291 × 1013 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 715680 | 1 | 0.1% |
| 559180 | 1 | 0.1% |
| 15455920 | 1 | 0.1% |
| 2392460 | 1 | 0.1% |
| 2180962 | 1 | 0.1% |
| 11446110 | 1 | 0.1% |
| 575726 | 1 | 0.1% |
| 4360280 | 1 | 0.1% |
| 25980702 | 1 | 0.1% |
| 14580349 | 1 | 0.1% |
| Other values (1265) | 1265 |
| Value | Count | Frequency (%) |
| 22093 | 1 | |
| 23917 | 1 | |
| 28531 | 1 | |
| 28736 | 1 | |
| 29587 | 1 | |
| 30061 | 1 | |
| 30143 | 1 | |
| 30597 | 1 | |
| 30975 | 1 | |
| 31085 | 1 |
| Value | Count | Frequency (%) |
| 36105265 | 1 | |
| 34941513 | 1 | |
| 33158857 | 1 | |
| 32655563 | 1 | |
| 31897154 | 1 | |
| 30603616 | 1 | |
| 30326508 | 1 | |
| 29447297 | 1 | |
| 28783628 | 1 | |
| 28647823 | 1 |
TOTAL_EXPENDITURE
Real number (ℝ)
HIGH CORRELATION  UNIQUE 
| Distinct | 1275 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 9206242.1 |
| Minimum | 481665 |
|---|---|
| Maximum | 85320133 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 10.1 KiB |
Quantile statistics
| Minimum | 481665 |
|---|---|
| 5-th percentile | 952919.7 |
| Q1 | 2170404 |
| median | 5242672 |
| Q3 | 10744202 |
| 95-th percentile | 29738419 |
| Maximum | 85320133 |
| Range | 84838468 |
| Interquartile range (IQR) | 8573797.5 |
Descriptive statistics
| Standard deviation | 11992791 |
|---|---|
| Coefficient of variation (CV) | 1.3026804 |
| Kurtosis | 10.861663 |
| Mean | 9206242.1 |
| Median Absolute Deviation (MAD) | 3517695 |
| Skewness | 3.0155835 |
| Sum | 1.1737959 × 1010 |
| Variance | 1.4382704 × 1014 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 2653798 | 1 | 0.1% |
| 3599724 | 1 | 0.1% |
| 26597713 | 1 | 0.1% |
| 6407512 | 1 | 0.1% |
| 5667749 | 1 | 0.1% |
| 21951104 | 1 | 0.1% |
| 1085970 | 1 | 0.1% |
| 13731201 | 1 | 0.1% |
| 54870811 | 1 | 0.1% |
| 26168480 | 1 | 0.1% |
| Other values (1265) | 1265 |
| Value | Count | Frequency (%) |
| 481665 | 1 | |
| 525289 | 1 | |
| 553732 | 1 | |
| 588983 | 1 | |
| 593126 | 1 | |
| 614807 | 1 | |
| 621313 | 1 | |
| 621904 | 1 | |
| 623146 | 1 | |
| 624941 | 1 |
| Value | Count | Frequency (%) |
| 85320133 | 1 | |
| 78365958 | 1 | |
| 76618865 | 1 | |
| 74766086 | 1 | |
| 73225422 | 1 | |
| 72506810 | 1 | |
| 71227111 | 1 | |
| 70191877 | 1 | |
| 69847705 | 1 | |
| 69727119 | 1 |
INSTRUCTION_EXPENDITURE
Real number (ℝ)
HIGH CORRELATION  UNIQUE 
| Distinct | 1275 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 4768010.5 |
| Minimum | 265549 |
|---|---|
| Maximum | 43964520 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 10.1 KiB |
Quantile statistics
| Minimum | 265549 |
|---|---|
| 5-th percentile | 480588.5 |
| Q1 | 1171336.5 |
| median | 2658253 |
| Q3 | 5561959 |
| 95-th percentile | 15856875 |
| Maximum | 43964520 |
| Range | 43698971 |
| Interquartile range (IQR) | 4390622.5 |
Descriptive statistics
| Standard deviation | 6300569.3 |
|---|---|
| Coefficient of variation (CV) | 1.3214252 |
| Kurtosis | 11.690894 |
| Mean | 4768010.5 |
| Median Absolute Deviation (MAD) | 1767647 |
| Skewness | 3.1224985 |
| Sum | 6.0792134 × 109 |
| Variance | 3.9697174 × 1013 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 1481703 | 1 | 0.1% |
| 1732652 | 1 | 0.1% |
| 12375013 | 1 | 0.1% |
| 3217111 | 1 | 0.1% |
| 2773416 | 1 | 0.1% |
| 10494471 | 1 | 0.1% |
| 552250 | 1 | 0.1% |
| 7229214 | 1 | 0.1% |
| 33446544 | 1 | 0.1% |
| 13739017 | 1 | 0.1% |
| Other values (1265) | 1265 |
| Value | Count | Frequency (%) |
| 265549 | 1 | |
| 283484 | 1 | |
| 284638 | 1 | |
| 310940 | 1 | |
| 314138 | 1 | |
| 315009 | 1 | |
| 318260 | 1 | |
| 319014 | 1 | |
| 320561 | 1 | |
| 327382 | 1 |
| Value | Count | Frequency (%) |
| 43964520 | 1 | |
| 42587272 | 1 | |
| 41954260 | 1 | |
| 40168920 | 1 | |
| 38951948 | 1 | |
| 38756656 | 1 | |
| 38431932 | 1 | |
| 37834196 | 1 | |
| 36628097 | 1 | |
| 36542347 | 1 |
SUPPORT_SERVICES_EXPENDITURE
Real number (ℝ)
HIGH CORRELATION  UNIQUE 
| Distinct | 1275 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 2682586.5 |
| Minimum | 139963 |
|---|---|
| Maximum | 26058021 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 10.1 KiB |
Quantile statistics
| Minimum | 139963 |
|---|---|
| 5-th percentile | 283829.4 |
| Q1 | 638076 |
| median | 1525471 |
| Q3 | 3222924.5 |
| 95-th percentile | 8986370.1 |
| Maximum | 26058021 |
| Range | 25918058 |
| Interquartile range (IQR) | 2584848.5 |
Descriptive statistics
| Standard deviation | 3357214.5 |
|---|---|
| Coefficient of variation (CV) | 1.2514841 |
| Kurtosis | 10.665868 |
| Mean | 2682586.5 |
| Median Absolute Deviation (MAD) | 1036456 |
| Skewness | 2.8870881 |
| Sum | 3.4202978 × 109 |
| Variance | 1.1270889 × 1013 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 735036 | 1 | 0.1% |
| 1129277 | 1 | 0.1% |
| 7655651 | 1 | 0.1% |
| 2061901 | 1 | 0.1% |
| 1823162 | 1 | 0.1% |
| 7164617 | 1 | 0.1% |
| 300054 | 1 | 0.1% |
| 3566002 | 1 | 0.1% |
| 13610428 | 1 | 0.1% |
| 8737387 | 1 | 0.1% |
| Other values (1265) | 1265 |
| Value | Count | Frequency (%) |
| 139963 | 1 | |
| 148152 | 1 | |
| 152340 | 1 | |
| 156042 | 1 | |
| 158223 | 1 | |
| 159739 | 1 | |
| 169545 | 1 | |
| 169697 | 1 | |
| 177522 | 1 | |
| 184916 | 1 |
| Value | Count | Frequency (%) |
| 26058021 | 1 | |
| 23501848 | 1 | |
| 22310865 | 1 | |
| 21693675 | 1 | |
| 21594573 | 1 | |
| 20704755 | 1 | |
| 20655194 | 1 | |
| 20595508 | 1 | |
| 20393761 | 1 | |
| 20266047 | 1 |
OTHER_EXPENDITURE
Real number (ℝ)
HIGH CORRELATION  MISSING 
| Distinct | 1222 |
|---|---|
| Distinct (%) | 99.8% |
| Missing | 51 |
| Missing (%) | 4.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 429950.93 |
| Minimum | 11541 |
|---|---|
| Maximum | 3995951 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 10.1 KiB |
Quantile statistics
| Minimum | 11541 |
|---|---|
| 5-th percentile | 38708.2 |
| Q1 | 103449.25 |
| median | 271704 |
| Q3 | 517222.25 |
| 95-th percentile | 1370407.6 |
| Maximum | 3995951 |
| Range | 3984410 |
| Interquartile range (IQR) | 413773 |
Descriptive statistics
| Standard deviation | 534789.31 |
|---|---|
| Coefficient of variation (CV) | 1.243838 |
| Kurtosis | 13.560006 |
| Mean | 429950.93 |
| Median Absolute Deviation (MAD) | 191753 |
| Skewness | 3.2260361 |
| Sum | 5.2625994 × 108 |
| Variance | 2.8599961 × 1011 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 490641 | 2 | 0.2% |
| 70608 | 2 | 0.2% |
| 456737 | 1 | 0.1% |
| 490336 | 1 | 0.1% |
| 455403 | 1 | 0.1% |
| 70835 | 1 | 0.1% |
| 561019 | 1 | 0.1% |
| 43352 | 1 | 0.1% |
| 451721 | 1 | 0.1% |
| 190634 | 1 | 0.1% |
| Other values (1212) | 1212 | |
| (Missing) | 51 | 4.0% |
| Value | Count | Frequency (%) |
| 11541 | 1 | |
| 14152 | 1 | |
| 21047 | 1 | |
| 21161 | 1 | |
| 21910 | 1 | |
| 21975 | 1 | |
| 22308 | 1 | |
| 22636 | 1 | |
| 22698 | 1 | |
| 23104 | 1 |
| Value | Count | Frequency (%) |
| 3995951 | 1 | |
| 3759373 | 1 | |
| 3754315 | 1 | |
| 3692956 | 1 | |
| 3581789 | 1 | |
| 3556156 | 1 | |
| 3488344 | 1 | |
| 3486160 | 1 | |
| 3467540 | 1 | |
| 3461759 | 1 |
CAPITAL_OUTLAY_EXPENDITURE
Real number (ℝ)
HIGH CORRELATION  UNIQUE 
| Distinct | 1275 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 903467.45 |
| Minimum | 12708 |
|---|---|
| Maximum | 10223657 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 10.1 KiB |
Quantile statistics
| Minimum | 12708 |
|---|---|
| 5-th percentile | 52981.6 |
| Q1 | 181507 |
| median | 510428 |
| Q3 | 966148 |
| 95-th percentile | 3026542 |
| Maximum | 10223657 |
| Range | 10210949 |
| Interquartile range (IQR) | 784641 |
Descriptive statistics
| Standard deviation | 1329473.5 |
|---|---|
| Coefficient of variation (CV) | 1.4715234 |
| Kurtosis | 15.854028 |
| Mean | 903467.45 |
| Median Absolute Deviation (MAD) | 364393 |
| Skewness | 3.6071538 |
| Sum | 1.151921 × 109 |
| Variance | 1.7674997 × 1012 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 174053 | 1 | 0.1% |
| 569550 | 1 | 0.1% |
| 2537699 | 1 | 0.1% |
| 621540 | 1 | 0.1% |
| 459000 | 1 | 0.1% |
| 2568654 | 1 | 0.1% |
| 88292 | 1 | 0.1% |
| 1728313 | 1 | 0.1% |
| 4805621 | 1 | 0.1% |
| 1625458 | 1 | 0.1% |
| Other values (1265) | 1265 |
| Value | Count | Frequency (%) |
| 12708 | 1 | |
| 14685 | 1 | |
| 14866 | 1 | |
| 15452 | 1 | |
| 15655 | 1 | |
| 18871 | 1 | |
| 20070 | 1 | |
| 20181 | 1 | |
| 20234 | 1 | |
| 21853 | 1 |
| Value | Count | Frequency (%) |
| 10223657 | 1 | |
| 10058842 | 1 | |
| 10047331 | 1 | |
| 9388155 | 1 | |
| 9297597 | 1 | |
| 9242549 | 1 | |
| 8881265 | 1 | |
| 8332612 | 1 | |
| 8133118 | 1 | |
| 8055742 | 1 |
| YEAR | ENROLL | TOTAL_REVENUE | FEDERAL_REVENUE | STATE_REVENUE | LOCAL_REVENUE | TOTAL_EXPENDITURE | INSTRUCTION_EXPENDITURE | SUPPORT_SERVICES_EXPENDITURE | OTHER_EXPENDITURE | CAPITAL_OUTLAY_EXPENDITURE | STATE | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| YEAR | 1.000 | 0.029 | 0.291 | 0.420 | 0.298 | 0.232 | 0.286 | 0.277 | 0.306 | 0.241 | 0.247 | 0.000 |
| ENROLL | 0.029 | 1.000 | 0.947 | 0.873 | 0.928 | 0.908 | 0.948 | 0.949 | 0.938 | 0.940 | 0.903 | 0.737 |
| TOTAL_REVENUE | 0.291 | 0.947 | 1.000 | 0.932 | 0.977 | 0.954 | 0.999 | 0.998 | 0.996 | 0.961 | 0.931 | 0.423 |
| FEDERAL_REVENUE | 0.420 | 0.873 | 0.932 | 1.000 | 0.928 | 0.849 | 0.931 | 0.926 | 0.937 | 0.934 | 0.885 | 0.353 |
| STATE_REVENUE | 0.298 | 0.928 | 0.977 | 0.928 | 1.000 | 0.878 | 0.977 | 0.973 | 0.973 | 0.959 | 0.923 | 0.426 |
| LOCAL_REVENUE | 0.232 | 0.908 | 0.954 | 0.849 | 0.878 | 1.000 | 0.954 | 0.956 | 0.950 | 0.893 | 0.881 | 0.435 |
| TOTAL_EXPENDITURE | 0.286 | 0.948 | 0.999 | 0.931 | 0.977 | 0.954 | 1.000 | 0.998 | 0.996 | 0.961 | 0.937 | 0.458 |
| INSTRUCTION_EXPENDITURE | 0.277 | 0.949 | 0.998 | 0.926 | 0.973 | 0.956 | 0.998 | 1.000 | 0.993 | 0.959 | 0.922 | 0.434 |
| SUPPORT_SERVICES_EXPENDITURE | 0.306 | 0.938 | 0.996 | 0.937 | 0.973 | 0.950 | 0.996 | 0.993 | 1.000 | 0.954 | 0.924 | 0.439 |
| OTHER_EXPENDITURE | 0.241 | 0.940 | 0.961 | 0.934 | 0.959 | 0.893 | 0.961 | 0.959 | 0.954 | 1.000 | 0.907 | 0.475 |
| CAPITAL_OUTLAY_EXPENDITURE | 0.247 | 0.903 | 0.931 | 0.885 | 0.923 | 0.881 | 0.937 | 0.922 | 0.924 | 0.907 | 1.000 | 0.403 |
| STATE | 0.000 | 0.737 | 0.423 | 0.353 | 0.426 | 0.435 | 0.458 | 0.434 | 0.439 | 0.475 | 0.403 | 1.000 |
| STATE | YEAR | ENROLL | TOTAL_REVENUE | FEDERAL_REVENUE | STATE_REVENUE | LOCAL_REVENUE | TOTAL_EXPENDITURE | INSTRUCTION_EXPENDITURE | SUPPORT_SERVICES_EXPENDITURE | OTHER_EXPENDITURE | CAPITAL_OUTLAY_EXPENDITURE | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 0 | Alabama | 1992 | NaN | 2678885 | 304177 | 1659028 | 715680 | 2653798 | 1481703 | 735036 | NaN | 174053 |
| 1 | Alaska | 1992 | NaN | 1049591 | 106780 | 720711 | 222100 | 972488 | 498362 | 350902 | NaN | 37451 |
| 2 | Arizona | 1992 | NaN | 3258079 | 297888 | 1369815 | 1590376 | 3401580 | 1435908 | 1007732 | NaN | 609114 |
| 3 | Arkansas | 1992 | NaN | 1711959 | 178571 | 958785 | 574603 | 1743022 | 964323 | 483488 | NaN | 145212 |
| 4 | California | 1992 | NaN | 26260025 | 2072470 | 16546514 | 7641041 | 27138832 | 14358922 | 8520926 | NaN | 2044688 |
| 5 | Colorado | 1992 | NaN | 3185173 | 163253 | 1307986 | 1713934 | 3264826 | 1642466 | 1035970 | NaN | 364760 |
| 6 | Connecticut | 1992 | NaN | 3834302 | 143542 | 1342539 | 2348221 | 3721338 | 2148041 | 1142600 | NaN | 48542 |
| 7 | Delaware | 1992 | NaN | 645233 | 45945 | 420942 | 178346 | 638784 | 372722 | 194915 | NaN | 30595 |
| 8 | District of Columbia | 1992 | NaN | 709480 | 64749 | 0 | 644731 | 742893 | 329160 | 316679 | NaN | 47272 |
| 9 | Florida | 1992 | NaN | 11506299 | 788420 | 5683949 | 5033930 | 11305642 | 5166374 | 3410440 | NaN | 1667826 |
| STATE | YEAR | ENROLL | TOTAL_REVENUE | FEDERAL_REVENUE | STATE_REVENUE | LOCAL_REVENUE | TOTAL_EXPENDITURE | INSTRUCTION_EXPENDITURE | SUPPORT_SERVICES_EXPENDITURE | OTHER_EXPENDITURE | CAPITAL_OUTLAY_EXPENDITURE | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 1265 | South Dakota | 2016 | 134045.0 | 1455737 | 196644 | 438629 | 820464 | 1475864 | 730176 | 440580 | 78149.0 | 192504 |
| 1266 | Tennessee | 2016 | 999265.0 | 9585331 | 1095415 | 4395757 | 4094159 | 9680512 | 5401812 | 2915193 | 569611.0 | 553997 |
| 1267 | Texas | 2016 | 5053291.0 | 58284155 | 5953348 | 22004299 | 30326508 | 59314884 | 27862199 | 15169007 | 2855527.0 | 8332612 |
| 1268 | Utah | 2016 | 580215.0 | 4952923 | 394060 | 2533573 | 2025290 | 4923657 | 2591600 | 1217100 | 286744.0 | 707988 |
| 1269 | Vermont | 2016 | 87974.0 | 2112365 | 111891 | 1614518 | 385956 | 2082696 | 1013209 | 583178 | 56289.0 | 42911 |
| 1270 | Virginia | 2016 | 1283493.0 | 16259274 | 1058146 | 6297587 | 8903541 | 16497520 | 8944614 | 5164699 | 643506.0 | 1161323 |
| 1271 | Washington | 2016 | 1083973.0 | 14964364 | 1097684 | 9211201 | 4655479 | 15253296 | 7087365 | 4904575 | 577606.0 | 2204059 |
| 1272 | West Virginia | 2016 | 276764.0 | 3391579 | 358068 | 1863062 | 1170449 | 3366566 | 1804235 | 1127255 | 236487.0 | 181392 |
| 1273 | Wisconsin | 2016 | 857736.0 | 11697466 | 782610 | 5986763 | 4928093 | 11787535 | 5760418 | 3691439 | 508013.0 | 1082849 |
| 1274 | Wyoming | 2016 | 94511.0 | 2044669 | 123012 | 1175899 | 745758 | 2034229 | 921494 | 585700 | 53570.0 | 454302 |